CN102981767B - A kind of individual Chinese character hand-written recognition method and system - Google Patents
A kind of individual Chinese character hand-written recognition method and system Download PDFInfo
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Abstract
本发明涉及一种用于具有手写识别功能终端的单个汉字手写识别方法,方法是:获取通过触摸屏的虚拟键盘输入汉字的拼音的首字母或通过触摸屏的手写输入识别区域输入汉字的拼音的首字母;识别所获取的首字母作为字母码并根据字母码在预先存储的汉字库中预取汉字;获取通过触摸屏的手写输入识别区域输入汉字的笔画;识别获取的笔画作为笔画码;根据所识别的笔画码,在预先存储的汉字库中检索具有该笔画码的汉字,并在触摸屏上显示汉字选择选项并根据用户的选择确认信息显示所选汉字。本发明还涉及一种单个汉字手写识别系统。本手写识别方法及系统结合了拼音和笔画输入,提高了输入的效率,通过减少手写笔画和拼音字母输入,提高了输入识别的成功率。
The invention relates to a single Chinese character handwriting recognition method for a terminal with a handwriting recognition function. The method is to obtain the first letter of the pinyin of a Chinese character input through a virtual keyboard of a touch screen or input the first letter of a Chinese character pinyin through a handwriting input recognition area of a touch screen ; Recognize the acquired first letter as a letter code and prefetch Chinese characters in the pre-stored Chinese character library according to the letter code; obtain the strokes of Chinese characters input by the handwriting input recognition area of the touch screen; recognize the strokes obtained as stroke codes; The stroke code is to search the Chinese character with the stroke code in the pre-stored Chinese character library, and display the Chinese character selection option on the touch screen and display the selected Chinese character according to the user's selection confirmation information. The invention also relates to a single Chinese character handwriting recognition system. The handwriting recognition method and system combine pinyin and stroke input, which improves the input efficiency, and improves the success rate of input recognition by reducing the input of handwritten strokes and pinyin letters.
Description
技术领域 technical field
本发明属于汉字识别领域,特别涉及一种单个汉字手写识别方法及系统。 The invention belongs to the field of Chinese character recognition, in particular to a single Chinese character handwriting recognition method and system.
背景技术 Background technique
现有汉字输入法中有一种是纯粹的拼音输入法,即给出汉字的整个拼音,然后系统给出符合该读音的字供选择,确定最终的输入汉字。 One of the existing Chinese character input methods is a pure pinyin input method, that is, the entire pinyin of a Chinese character is given, and then the system provides words that match the pronunciation for selection to determine the final input Chinese character.
现有方法有一种是纯粹的手写输入法,即在屏幕中写出所有的汉字,然后等待1秒,系统进行识别,给出识别的4-8个结果供选择,确定最终的输入汉字。如苹果手机和平板电脑,三星手机和平板的手写汉字输入法。 One of the existing methods is a pure handwriting input method, that is, write all Chinese characters on the screen, then wait for 1 second, and the system recognizes, and provides 4-8 recognized results for selection to determine the final input Chinese characters. Handwritten Chinese character input method such as Apple mobile phone and tablet computer, Samsung mobile phone and tablet.
上述输入法依赖对汉字的输入编码来输入汉字,即通过对读音、笔画等进行编码,通过键盘按键进行输入。这些方法没有充分利用当前智能手机触摸屏可以进行文字识别的特征,没有充分发挥智能手机和平板电脑的现有功能。 The above-mentioned input method relies on the input coding of Chinese characters to input Chinese characters, that is, by coding pronunciation, strokes, etc., and inputting through keyboard keys. These methods do not make full use of the characteristics that the current smart phone touch screen can carry out character recognition, and do not give full play to the existing functions of smart phones and tablet computers.
本发明提供的方法是在智能手机或平板电脑等移动设备中进行汉字识别输入的核心方法。主要应用于智能手机、平板电脑等具有手写识别功能的智能终端。该方法用于汉字的快速输入。 The method provided by the invention is the core method for performing Chinese character recognition and input in mobile devices such as smart phones or tablet computers. It is mainly used in smart terminals with handwriting recognition function, such as smartphones and tablets. This method is used for fast input of Chinese characters.
发明内容 Contents of the invention
本发明要解决的技术问题在于:针对现有汉字手写识别方法的不足,提供一种单个汉字手写识别方法及系统,该方法及系统充分利用当前智能终端的触摸屏可以进行文字识别的特征,进行汉字的快速输入。 The technical problem to be solved by the present invention is to provide a single Chinese character handwriting recognition method and system for the deficiencies of existing Chinese character handwriting recognition methods. fast input.
本发明解决其技术问题所采用的技术方案是: The technical solution adopted by the present invention to solve its technical problems is:
提供一种单个汉字手写识别方法,包括以下步骤: A single Chinese character handwriting recognition method is provided, comprising the following steps:
获取通过触摸屏的虚拟键盘输入汉字的拼音的首字母或通过触摸屏的手写输入识别区域输入汉字的拼音的首字母或通过语音识别技术输入汉字的拼音的首字母; Obtain the initial letter of pinyin of Chinese characters input through the virtual keyboard of the touch screen or the initial letter of pinyin of Chinese characters input through the handwriting input recognition area of the touch screen or the initial letter of pinyin of Chinese characters input through voice recognition technology;
识别所获取的首字母作为字母码并根据所述字母码在预先存储的汉字库中预取汉字,所述字母码对应于虚拟键盘上的26个英文字母; Recognize the acquired first letter as a letter code and prefetch Chinese characters in a pre-stored Chinese character bank according to the letter code, and the letter code corresponds to 26 English letters on the virtual keyboard;
获取通过触摸屏的手写输入识别区域输入汉字的笔画; Obtain strokes of Chinese characters input through the handwriting input recognition area of the touch screen;
若获取的笔画数不大于三,则识别获取的笔画作为笔画码,所述笔画码包括横、竖、撇、捺、点和折六种笔画; If the number of strokes obtained is not more than three, then identify the strokes obtained as stroke codes, and the stroke codes include six strokes: horizontal, vertical, left, right, dot and fold;
根据所识别的笔画码,在预先存储的汉字库中检索具有该笔画码的汉字,并在触摸屏上显示出符合的汉字选择选项;根据用户的选择确认信息显示所选汉字。 According to the recognized stroke code, the Chinese character with the stroke code is searched in the pre-stored Chinese character library, and the corresponding Chinese character selection options are displayed on the touch screen; the selected Chinese character is displayed according to the user's selection confirmation information.
按上述方案,当通过触摸屏的输入识别区域输入笔画数小于三,且输入停止超过预设时间,则确认笔画码输入完成。 According to the above scheme, when the number of strokes input through the input recognition area of the touch screen is less than three, and the input stops exceeding the preset time, it is confirmed that the stroke code input is completed.
按上述方案,所述的汉字手写识别方法中预先存储的汉字库的存储结构为:依据字频排序存储的同首字母的汉字的单向链表,以及将同首字母下的形近字根据笔画顺序保存的树形链表。,在实际使用中,输入笔画码后,汉字手写识别方法程序按照上述预设的汉字排列顺序,在触摸屏上显示出符合的汉字选择选项。 According to the above scheme, the storage structure of the pre-stored Chinese character library in the described Chinese character handwriting recognition method is: a one-way linked list of Chinese characters with the same initial letter stored according to the word frequency ordering, and the similar characters under the same initial letter according to strokes A tree linked list stored sequentially. , in actual use, after the stroke code is input, the Chinese character handwriting recognition method program displays the corresponding Chinese character selection options on the touch screen according to the above-mentioned preset arrangement sequence of Chinese characters.
按上述方案,所述的输入单个汉字步骤(3)中,触摸屏上显示出符合的汉字选择选项后,也可以继续通过触摸屏的手写输入识别区域输入汉字第四笔画。 According to the above scheme, in the step (3) of inputting a single Chinese character, after the corresponding Chinese character selection option is displayed on the touch screen, the fourth stroke of the Chinese character can also be input through the handwriting input recognition area of the touch screen.
按上述方案,所述的通过触摸屏输入汉字的笔画码为依次在触摸屏上输入该汉字的左半部分或上半部分的笔画,由触摸屏识别后作为笔画码。 According to the above scheme, the stroke code of the Chinese character input through the touch screen is the stroke of the left half or the upper half of the Chinese character input on the touch screen in turn, which is recognized by the touch screen as the stroke code.
本发明解决其技术问题所采用的第二技术方案是: The second technical scheme that the present invention solves its technical problem adopts is:
提供一种单个汉字手写识别系统,包括: Provide a single Chinese character handwriting recognition system, including:
存储模块,用于预先存储汉字库; The storage module is used to store the Chinese character library in advance;
字母码获取模块,用于获取通过触摸屏的虚拟键盘输入汉字的拼音的首字母或通过触摸屏的手写输入识别区域输入汉字的拼音的首字母或通过语音识别技术输入汉字的拼音的首字母; The letter code obtaining module is used to obtain the first letter of the pinyin of Chinese characters input through the virtual keyboard of the touch screen or the first letter of the pinyin of Chinese characters input through the handwriting input recognition area of the touch screen or the first letter of the pinyin of Chinese characters input through voice recognition technology;
字母码识别模块,用于识别所获取的首字母作为字母码并根据所述字母码在预先存储的汉字库中预取汉字,所述字母码对应于虚拟键盘上的26个英文字母; Alphabet code identification module, for identifying the acquired first letter as letter code and prefetching Chinese characters in the pre-stored Chinese character storehouse according to said letter code, said letter code is corresponding to 26 English letters on the virtual keyboard;
笔画码获取模块,用于获取通过触摸屏的手写输入识别区域输入汉字的笔画; The stroke code obtaining module is used to obtain the strokes of Chinese characters input in the handwriting input recognition area of the touch screen;
笔画码识别模块,用于若获取的笔画数不大于三,则将识别获取的笔画作为笔画码,所述笔画码包括横、竖、撇、捺、点和折六种笔画; The stroke code recognition module is used for if the number of strokes obtained is not more than three, then the strokes obtained by recognition are used as stroke codes, and the stroke codes include six strokes: horizontal, vertical, left, right, dot and fold;
汉字显示模块,根据所识别的笔画码,在预先存储的汉字库中检索具有该笔画码的汉字,并在触摸屏上显示出符合的汉字选择选项;根据用户的选择确认信息显示所选汉字。 The Chinese character display module, according to the recognized stroke code, retrieves the Chinese character with the stroke code in the pre-stored Chinese character library, and displays the corresponding Chinese character selection options on the touch screen; displays the selected Chinese character according to the user's selection confirmation information.
按上述方案,所述的单个汉字手写识别系统还包括: According to the above scheme, the single Chinese character handwriting recognition system also includes:
输入确认模块,用于当通过触摸屏的输入识别区域输入笔画数小于三,且输入停止超过预设时间,确认笔画码输入完成。 The input confirmation module is used to confirm that the stroke code input is completed when the number of strokes input through the input recognition area of the touch screen is less than three, and the input stops exceeding the preset time.
本发明的有益效果为: The beneficial effects of the present invention are:
本发明提供的方法能提高输入的效率:本发明充分利用了触摸屏的特点,不需要通过键盘按键进行输入,使用本发明可以只输入汉字拼音首字母和部分笔画,不需要输入所有笔画和几乎所有拼音,单位时间内汉字输入个数增加,可实现汉字的快速输入。 The method provided by the present invention can improve the efficiency of input: the present invention makes full use of the characteristics of the touch screen, and does not need to input through keyboard keys. Using the present invention, only the first letter of Chinese pinyin and some strokes can be input, and there is no need to input all strokes and almost all strokes. Pinyin, the number of Chinese characters input per unit time is increased, which can realize the rapid input of Chinese characters.
此外,本发明提供的方法能提高输入识别的成功率:本发明通过减少手写输入笔画的数量,例如仅仅是左半部分,上半部分,或者前4笔和只输入汉字拼音首字母,简化输入,可以提高识别的成功率和时间以及效率。另外,由于同时还根据首字母进行快速过滤搜索汉字,使得可选汉字数量减少,提高识别率,减少汉字输入时间。 In addition, the method provided by the present invention can improve the success rate of input recognition: the present invention simplifies input by reducing the number of handwritten input strokes, such as only the left half, the upper half, or the first 4 strokes and only inputting the first letter of Chinese pinyin , can improve the success rate, time and efficiency of recognition. In addition, due to the rapid filtering and searching of Chinese characters according to the first letter at the same time, the number of optional Chinese characters is reduced, the recognition rate is improved, and the time for Chinese character input is reduced.
附图说明 Description of drawings
图1为本发明方法的一个实施例的流程图。 Fig. 1 is a flowchart of an embodiment of the method of the present invention.
图2为本发明系统的系统结构示意图。 Fig. 2 is a schematic diagram of the system structure of the system of the present invention.
具体实施方式 Detailed ways
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。 In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
本发明实施例的单个汉字手写识别方法可主要应用于智能手机、平板电脑等具有手写识别功能的智能终端,作为智能手机或平板电脑等移动设备进行汉字识别输入的核心方法,实现汉字的快速输入。 The single Chinese character handwriting recognition method in the embodiment of the present invention can be mainly applied to smart terminals with handwriting recognition functions such as smart phones and tablet computers, and can be used as a core method for Chinese character recognition and input on mobile devices such as smart phones or tablet computers, so as to realize fast input of Chinese characters .
图1为本发明方法的一个实施例的流程图。 Fig. 1 is a flowchart of an embodiment of the method of the present invention.
该实施例中,单个汉字手写识别方法的具体步骤如下: In this embodiment, the concrete steps of single Chinese character handwriting recognition method are as follows:
S1、带有触摸屏的终端获取汉字拼音的首字母,可以是通过触摸屏的虚拟键盘输入汉字的拼音的首字母或通过触摸屏的手写输入识别区域输入汉字的拼音的首字母或通过语音识别技术输入汉字的拼音的首字母获取汉字的首字母; S1. The terminal with a touch screen acquires the first letter of the pinyin of the Chinese character, which can be input through the virtual keyboard of the touch screen or the first letter of the pinyin of the Chinese character through the handwriting input recognition area of the touch screen or input of the Chinese character through speech recognition technology The first letter of the pinyin to get the first letter of the Chinese character;
S2、带有触摸屏的终端然后识别所获取的首字母作为字母码并根据所述字母码在预先存储的汉字库中预取汉字,所述字母码对应于虚拟键盘上的26个英文字母; S2, a terminal with a touch screen then recognizes the acquired first letter as a letter code and prefetches Chinese characters in a pre-stored Chinese character library according to the letter code, and the letter code corresponds to 26 English letters on the virtual keyboard;
S3、带有触摸屏的终端获取通过触摸屏的手写输入识别区域输入汉字的笔画;若获取的笔画数不大于三,则识别获取的笔画作为笔画码,笔画码包括常规的横、竖、撇、捺、点、折等; S3. The terminal with the touch screen obtains the strokes of the Chinese characters input through the handwriting input recognition area of the touch screen; if the number of strokes obtained is not more than three, the strokes obtained by recognition are used as stroke codes, and the stroke codes include conventional horizontal, vertical, left and right strokes , point, fold, etc.;
S4、当通过触摸屏的输入识别区域输入笔画数小于三,且输入停止超过预设时间(预设时间为2秒),则带有触摸屏的终端确认笔画码输入完成,; S4. When the number of strokes input through the input recognition area of the touch screen is less than three, and the input stops exceeding the preset time (the preset time is 2 seconds), the terminal with the touch screen confirms that the stroke code input is completed;
S5、带有触摸屏的终端根据所识别的笔画码,在预先存储的汉字库中检索具有该笔画码的汉字,并在触摸屏上显示出符合的汉字选择选项;根据用户的选择确认信息显示所选汉字。 S5. The terminal with a touch screen retrieves the Chinese character with the stroke code in the pre-stored Chinese character library according to the recognized stroke code, and displays the matching Chinese character selection options on the touch screen; according to the user's selection confirmation information, the selected Chinese character.
本手写识别方法中,汉字编码的方法为第一码为所需识别汉字拼音的首字母,为字母码;从第二码开始为所需输入汉字按笔顺拆出的笔画,可以为该汉字的前3笔或输入汉字的左半部分或上半部分,组成笔画码。 In this handwriting recognition method, the method of Chinese character encoding is that the first sign indicating number is the first letter of pinyin of required recognition Chinese character, is letter sign indicating number; From the second sign indicating number, the stroke that is pulled out according to order of strokes for required input Chinese character, can be this Chinese character The first 3 strokes or the left half or upper half of the input Chinese character form a stroke code.
本手写识别方法中,预先存储的汉字库的存储结构为:依据字频排序存储的同首字母的汉字的单向链表,以及将同首字母下的形近字根据笔画顺序保存的树形链表。即将同声母的汉字进行存储为一个单向链表,根据汉字使用频率的多少依次保存汉字到链表中,将同声母下的形近字根据笔画顺序保存为树形链表,即笔画差异作为树的分支(兄弟节点)。 In this handwriting recognition method, the storage structure of the pre-stored Chinese character library is: a one-way linked list of Chinese characters with the same initial letter stored according to the word frequency sorting, and a tree-shaped linked list that stores the similar characters under the same initial letter according to the order of strokes . That is to store the Chinese characters with the same consonants as a one-way linked list, save the Chinese characters in the linked list in turn according to the frequency of use of the Chinese characters, and save the near characters under the same consonants as a tree-shaped linked list according to the order of strokes, that is, stroke differences are used as branches of the tree (sibling node).
通过上述存储结构实现事先对汉字的排序,在实际使用中,每输入一码后,手写识别方法程序按照预设的汉字排列顺序,给出汉字选择选项。 The sorting of Chinese characters is realized in advance through the above storage structure. In actual use, after each code is input, the program of the handwriting recognition method provides Chinese character selection options according to the preset sorting order of Chinese characters.
输入汉字时,首先激活本手写识别方法,例如输入一个“李”字: When inputting Chinese characters, first activate this handwriting recognition method, for example, input a character "李":
首先从触摸屏屏幕显示的包括26个拼音字母的键盘区中选择该汉字的首字母:L,然后在触摸屏的手写区域依次输入横、竖、撇,触摸屏的屏幕显示可选字为:1.楼 2. 林 3. 李 4. 楞 ,这时可以直接选择3.李,即完成此字的输入。 First, select the first letter of the Chinese character from the keyboard area of 26 pinyin letters displayed on the touch screen: L, and then input horizontal, vertical, and apostrophe in sequence in the handwriting area of the touch screen. The optional characters displayed on the touch screen are: 1. Floor 2. Lin 3. Li 4. Leng, you can directly select 3. Li to complete the input of this character.
本发明分利用了触摸屏的特点,不需要通过键盘按键进行输入,使用本发明可以只输入汉字拼音首字母和部分笔画,不需要输入所有笔画和几乎所有拼音,单位时间内汉字输入个数增加。 The present invention fully utilizes the characteristics of the touch screen, and does not need to input through keyboard keys. Using the present invention, only the first letter of Chinese pinyin and some strokes can be input, and there is no need to input all strokes and almost all pinyin, and the number of Chinese characters input per unit time increases.
利用以上方法,本发明还提供了一种单个汉字手写识别系统,系统结构示意图如图2所示,具体包括: Utilize above method, the present invention also provides a kind of single Chinese character handwriting recognition system, system structural diagram as shown in Figure 2, specifically comprises:
存储模块1,用于预先存储汉字库; Storage module 1, for pre-storing the Chinese character library;
字母码获取模块2,用于获取通过触摸屏的虚拟键盘输入汉字的拼音的首字母或通过触摸屏的手写输入识别区域输入汉字的拼音的首字母或通过语音识别技术输入汉字的拼音的首字母; Alphabet code obtaining module 2, is used for obtaining the first letter of the Pinyin of inputting Chinese character by the virtual keyboard of touch screen or the first letter of Pinyin of inputting Chinese character by the handwriting input recognition area of touch screen or inputting the first letter of Pinyin of Chinese character by voice recognition technology;
字母码识别模块3,用于识别所获取的首字母作为字母码并根据所述字母码在预先存储的汉字库中预取汉字,所述字母码对应于虚拟键盘上的26个英文字母; Alphabet code recognition module 3, is used for identifying the first letter that obtains as letter code and prefetches Chinese character in the Chinese character base stored in advance according to described letter code, and described letter code is corresponding to 26 English letters on the virtual keyboard;
笔画码获取模块4,用于获取通过触摸屏的手写输入识别区域输入汉字的笔画; The stroke code obtaining module 4 is used to obtain the strokes of Chinese characters input by the handwriting input recognition area of the touch screen;
笔画码识别模块5,用于若获取的笔画数不大于三,则将识别获取的笔画作为笔画码,所述笔画码包括横、竖、撇、捺、点和折六种笔画; Stroke code recognition module 5, is used for if the number of strokes that obtains is not more than three, then will recognize the stroke that obtains as stroke code, described stroke code includes horizontal, vertical, cast aside, press down, dot and fold six kinds of strokes;
汉字显示模块7,根据所识别的笔画码,在预先存储的汉字库中检索具有该笔画码的汉字,并在触摸屏上显示出符合的汉字选择选项;根据用户的选择确认信息显示所选汉字。 The Chinese character display module 7, according to the identified stroke code, retrieves the Chinese character with the stroke code in the pre-stored Chinese character library, and displays the matching Chinese character selection option on the touch screen; the selected Chinese character is displayed according to the user's selection confirmation information.
进一步地,在本发明的另一实施例中,该系统还包括输入确认模块6,用于当通过触摸屏的输入识别区域输入笔画数小于三,且输入停止超过预设时间,确认笔画码输入完成。 Further, in another embodiment of the present invention, the system also includes an input confirmation module 6, which is used to confirm that the stroke code input is completed when the number of strokes input through the input recognition area of the touch screen is less than three, and the input stops exceeding the preset time .
具体使用时如何进行汉字的识别,可参照方法部分的具体实施例,在此不赘述。 How to recognize Chinese characters during specific use can refer to the specific embodiments in the method part, and details will not be repeated here.
应当理解的是,对本领域普通技术人员来说,可以根据上述说明加以改进或变换,而所有这些改进和变换都应属于本发明所附权利要求的保护范围。 It should be understood that those skilled in the art can make improvements or changes based on the above description, and all these improvements and changes should belong to the protection scope of the appended claims of the present invention.
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